This is a 2 arm phase II trial of the combination of topotecan and pazopanib in patients with recurrent GBM or GS. Patients will be enrolled into one of the following groups: (A) Glioblastoma or gliosarcoma with no prior bevacizumab exposure: (B) Glioblastoma or